Profiling Report Composites

Dataset statistics

Number of variables	13
Number of observations	1000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	50.9 KiB
Average record size in memory	52.1 B

Variable types

Categorical	1
Numeric	12

Alerts

`pattern_angle` is uniformly distributed	Uniform
`step_strip` has unique values	Unique
`density_strip` has unique values	Unique
`ratio_filler_matrix` has unique values	Unique
`density` has unique values	Unique
`elasticity_module` has unique values	Unique
`number_hardeners` has unique values	Unique
`content_epoxy_groups` has unique values	Unique
`surface_density` has unique values	Unique
`elasticity_module_stretching` has unique values	Unique
`strapery_strength` has unique values	Unique

Reproduction

Analysis started	2023-04-09 15:12:35.608321
Analysis finished	2023-04-09 15:12:53.352179
Duration	17.74 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

pattern_angle
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

0	500
90	500

Length

Max length	2
Median length	1.5
Mean length	1.5
Min length	1

Characters and Unicode

Total characters	1500
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	500	50.0%
90	500	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	500	50.0%
90	500	50.0%

Most occurring characters

Value	Count	Frequency (%)
0	1000	66.7%
9	500	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1500	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1000	66.7%
9	500	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1500	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1000	66.7%
9	500	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1500	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1000	66.7%
9	500	33.3%

step_strip
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.9118404

Minimum	0.037638936
Maximum	14.440522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0.037638936
5-th percentile	2.7883562
Q1	5.1391077
median	6.9134443
Q3	8.5667441
95-th percentile	11.376188
Maximum	14.440522
Range	14.402883
Interquartile range (IQR)	3.4276364

Descriptive statistics

Standard deviation	2.5578339
Coefficient of variation (CV)	0.37006553
Kurtosis	0.0062151742
Mean	6.9118404
Median Absolute Deviation (MAD)	1.6999707
Skewness	0.10782123
Sum	6911.8404
Variance	6.5425138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.856166363	1	0.1%
7.73243618	1	0.1%
10.85324192	1	0.1%
7.518721104	1	0.1%
8.101343155	1	0.1%
9.127882004	1	0.1%
4.395253658	1	0.1%
4.063182831	1	0.1%
4.685389996	1	0.1%
6.632902145	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.03763893619	1	0.1%
0.1450341493	1	0.1%
0.2396603227	1	0.1%
0.2687555552	1	0.1%
0.3057225943	1	0.1%
0.3108153343	1	0.1%
0.3901906908	1	0.1%
0.5718348622	1	0.1%
0.7302598953	1	0.1%
0.9394624829	1	0.1%

Value	Count	Frequency (%)
14.44052219	1	0.1%
14.37645149	1	0.1%
14.05138302	1	0.1%
14.03321552	1	0.1%
13.73240471	1	0.1%
13.65398693	1	0.1%
13.57192039	1	0.1%
13.4849453	1	0.1%
13.37877178	1	0.1%
13.37485504	1	0.1%

density_strip
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.245335

Minimum	11.740126
Maximum	103.9889
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	11.740126
5-th percentile	36.037541
Q1	49.970739
median	57.413593
Q3	65.107235
95-th percentile	77.435953
Maximum	103.9889
Range	92.248774
Interquartile range (IQR)	15.136496

Descriptive statistics

Standard deviation	12.33887
Coefficient of variation (CV)	0.21554368
Kurtosis	0.52134246
Mean	57.245335
Median Absolute Deviation (MAD)	7.5919647
Skewness	-0.14570996
Sum	57245.335
Variance	152.24771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64.30196381	1	0.1%
57.87047195	1	0.1%
54.19389725	1	0.1%
72.81317902	1	0.1%
65.49714661	1	0.1%
54.49599457	1	0.1%
47.04286575	1	0.1%
61.76455307	1	0.1%
58.60848999	1	0.1%
55.35163498	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.74012566	1	0.1%
15.41607571	1	0.1%
17.93440819	1	0.1%
19.25053406	1	0.1%
20.57163239	1	0.1%
23.14340019	1	0.1%
23.89819527	1	0.1%
24.28352356	1	0.1%
24.86051178	1	0.1%
25.68285561	1	0.1%

Value	Count	Frequency (%)
103.9888992	1	0.1%
98.2026062	1	0.1%
92.96349335	1	0.1%
92.04213715	1	0.1%
89.87661743	1	0.1%
88.80764771	1	0.1%
88.07248688	1	0.1%
86.01242828	1	0.1%
85.98717499	1	0.1%
85.66099548	1	0.1%

ratio_filler_matrix
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9306116

Minimum	0.3894026
Maximum	5.5917416
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0.3894026
5-th percentile	1.4929071
Q1	2.3185266
median	2.9078323
Q3	3.5525389
95-th percentile	4.4677314
Maximum	5.5917416
Range	5.202339
Interquartile range (IQR)	1.2340124

Descriptive statistics

Standard deviation	0.91393942
Coefficient of variation (CV)	0.31185962
Kurtosis	-0.19070825
Mean	2.9306116
Median Absolute Deviation (MAD)	0.6284759
Skewness	0.078648709
Sum	2930.6116
Variance	0.83528531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.587347746	1	0.1%
3.905552626	1	0.1%
3.888005018	1	0.1%
2.419589281	1	0.1%
1.085399032	1	0.1%
4.594119072	1	0.1%
1.934229136	1	0.1%
3.476583481	1	0.1%
4.545325756	1	0.1%
3.085230112	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3894025981	1	0.1%
0.4633420408	1	0.1%
0.5473909974	1	0.1%
0.5515084863	1	0.1%
0.5967829227	1	0.1%
0.7492232323	1	0.1%
0.7904994488	1	0.1%
0.827015698	1	0.1%
0.8573807478	1	0.1%
0.8754576445	1	0.1%

Value	Count	Frequency (%)
5.591741562	1	0.1%
5.455566406	1	0.1%
5.452959538	1	0.1%
5.425139427	1	0.1%
5.314143658	1	0.1%
5.295842171	1	0.1%
5.258894444	1	0.1%
5.210442543	1	0.1%
5.120368481	1	0.1%
5.110780716	1	0.1%

density
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1975.6668

Minimum	1731.7646
Maximum	2207.7734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1731.7646
5-th percentile	1852.5322
Q1	1924.2034
median	1977.5743
Q3	2021.1595
95-th percentile	2099.6479
Maximum	2207.7734
Range	476.00879
Interquartile range (IQR)	96.956055

Descriptive statistics

Standard deviation	73.796814
Coefficient of variation (CV)	0.037352865
Kurtosis	0.063801207
Mean	1975.6668
Median Absolute Deviation (MAD)	48.254395
Skewness	0.048927709
Sum	1975666.8
Variance	5445.9697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1953.274902	1	0.1%
1911.819458	1	0.1%
2150.337646	1	0.1%
1983.725342	1	0.1%
1845.739136	1	0.1%
1935.85144	1	0.1%
1849.078369	1	0.1%
1948.515869	1	0.1%
1820.140137	1	0.1%
2023.658569	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1731.764648	1	0.1%
1740.657471	1	0.1%
1784.4823	1	0.1%
1786.035645	1	0.1%
1797.648193	1	0.1%
1801.940674	1	0.1%
1804.84021	1	0.1%
1805.735962	1	0.1%
1807.595947	1	0.1%
1810.357788	1	0.1%

Value	Count	Frequency (%)
2207.773438	1	0.1%
2192.73877	1	0.1%
2192.297607	1	0.1%
2184.493164	1	0.1%
2182.751709	1	0.1%
2172.246826	1	0.1%
2170.342285	1	0.1%
2161.565186	1	0.1%
2160.751465	1	0.1%
2158.794922	1	0.1%

elasticity_module
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	739.95052

Minimum	2.4369087
Maximum	1911.5365
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2.4369087
5-th percentile	180.75979
Q1	498.43807
median	741.1481
Q3	962.85141
95-th percentile	1271.4531
Maximum	1911.5365
Range	1909.0996
Interquartile range (IQR)	464.41334

Descriptive statistics

Standard deviation	330.327
Coefficient of variation (CV)	0.44641768
Kurtosis	-0.23323014
Mean	739.95052
Median Absolute Deviation (MAD)	231.08607
Skewness	0.10196706
Sum	739950.52
Variance	109115.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1136.596191	1	0.1%
665.9319458	1	0.1%
856.6282349	1	0.1%
102.7016754	1	0.1%
676.6216431	1	0.1%
626.9717407	1	0.1%
957.3956299	1	0.1%
692.9330444	1	0.1%
1099.171387	1	0.1%
609.4979858	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.436908722	1	0.1%
4.339154243	1	0.1%
9.986209869	1	0.1%
11.3129425	1	0.1%
21.77199364	1	0.1%
23.61460304	1	0.1%
26.82699966	1	0.1%
27.67505646	1	0.1%
31.53459167	1	0.1%
31.60846901	1	0.1%

Value	Count	Frequency (%)
1911.536499	1	0.1%
1815.865112	1	0.1%
1649.415649	1	0.1%
1615.096924	1	0.1%
1588.677246	1	0.1%
1572.096069	1	0.1%
1546.290894	1	0.1%
1543.023682	1	0.1%
1542.168457	1	0.1%
1511.681885	1	0.1%

number_hardeners
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.54112

Minimum	17.740274
Maximum	198.9532
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	17.740274
5-th percentile	61.070482
Q1	92.170591
median	110.16267
Q3	130.31197
95-th percentile	155.55423
Maximum	198.9532
Range	181.21293
Interquartile range (IQR)	38.141378

Descriptive statistics

Standard deviation	28.30447
Coefficient of variation (CV)	0.25605377
Kurtosis	0.10385396
Mean	110.54112
Median Absolute Deviation (MAD)	19.070633
Skewness	-0.045436364
Sum	110541.12
Variance	801.14301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
137.6274261	1	0.1%
122.8963547	1	0.1%
154.9200287	1	0.1%
113.8807373	1	0.1%
95.37519836	1	0.1%
125.8435822	1	0.1%
90.56858063	1	0.1%
116.3962097	1	0.1%
109.7037659	1	0.1%
115.1743393	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17.74027443	1	0.1%
29.95615005	1	0.1%
32.01922226	1	0.1%
33.62418747	1	0.1%
35.59969711	1	0.1%
35.62090302	1	0.1%
38.66849899	1	0.1%
40.30480576	1	0.1%
41.42913818	1	0.1%
41.88627625	1	0.1%

Value	Count	Frequency (%)
198.9532013	1	0.1%
192.8516998	1	0.1%
192.7053833	1	0.1%
192.3344727	1	0.1%
191.053009	1	0.1%
190.3181	1	0.1%
188.0498962	1	0.1%
181.8284454	1	0.1%
181.0328064	1	0.1%
179.6459656	1	0.1%

content_epoxy_groups
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.24385

Minimum	14.254986
Maximum	28.955095
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	14.254986
5-th percentile	18.308985
Q1	20.558296
median	22.230762
Q3	23.982114
95-th percentile	26.176658
Maximum	28.955095
Range	14.700109
Interquartile range (IQR)	3.4238181

Descriptive statistics

Standard deviation	2.4069993
Coefficient of variation (CV)	0.10820966
Kurtosis	-0.29254279
Mean	22.24385
Median Absolute Deviation (MAD)	1.7256956
Skewness	-0.032753933
Sum	22243.85
Variance	5.7936454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22.34453392	1	0.1%
23.16970062	1	0.1%
23.27620697	1	0.1%
19.84963417	1	0.1%
19.31984329	1	0.1%
20.91900253	1	0.1%
22.9047966	1	0.1%
26.96686935	1	0.1%
26.1723671	1	0.1%
16.99385071	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.25498581	1	0.1%
15.69589424	1	0.1%
15.88166714	1	0.1%
16.04897881	1	0.1%
16.39159393	1	0.1%
16.66753197	1	0.1%
16.70410728	1	0.1%
16.71543694	1	0.1%
16.77981949	1	0.1%
16.84853554	1	0.1%

Value	Count	Frequency (%)
28.95509529	1	0.1%
28.9074707	1	0.1%
28.84890175	1	0.1%
28.62011528	1	0.1%
28.32496834	1	0.1%
27.92084312	1	0.1%
27.81318283	1	0.1%
27.70768166	1	0.1%
27.63374329	1	0.1%
27.52134132	1	0.1%

flash_temperature
Real number (ℝ)

Distinct	999
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	285.91129

Minimum	160.25584
Maximum	413.27341
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	160.25584
5-th percentile	220.4047
Q1	258.53919
median	285.85396
Q3	313.58144
95-th percentile	352.48336
Maximum	413.27341
Range	253.01756
Interquartile range (IQR)	55.042252

Descriptive statistics

Standard deviation	40.962757
Coefficient of variation (CV)	0.14327086
Kurtosis	-0.17173873
Mean	285.91129
Median Absolute Deviation (MAD)	27.451523
Skewness	0.033345431
Sum	285911.29
Variance	1677.9474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
300.3028259	2	0.2%
234.7168884	1	0.1%
267.3693848	1	0.1%
215.7370148	1	0.1%
313.184967	1	0.1%
274.2256775	1	0.1%
262.8352356	1	0.1%
290.1737366	1	0.1%
290.2169189	1	0.1%
257.679657	1	0.1%
Other values (989)	989	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
160.2558441	1	0.1%
173.4849243	1	0.1%
173.9739075	1	0.1%
179.3743896	1	0.1%
186.508606	1	0.1%
187.5623474	1	0.1%
187.9779663	1	0.1%
188.9186707	1	0.1%
189.2083893	1	0.1%
189.8670807	1	0.1%

Value	Count	Frequency (%)
413.273407	1	0.1%
403.6528625	1	0.1%
397.1512756	1	0.1%
396.8982239	1	0.1%
386.0679932	1	0.1%
385.8947754	1	0.1%
385.6977844	1	0.1%
383.9384155	1	0.1%
382.7597961	1	0.1%
381.8577271	1	0.1%

surface_density
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	483.02466

Minimum	0.60373992
Maximum	1399.5424
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0.60373992
5-th percentile	62.293187
Q1	268.05746
median	452.97226
Q3	694.21036
95-th percentile	969.28507
Maximum	1399.5424
Range	1398.9386
Interquartile range (IQR)	426.15289

Descriptive statistics

Standard deviation	280.81174
Coefficient of variation (CV)	0.58136107
Kurtosis	-0.43321681
Mean	483.02466
Median Absolute Deviation (MAD)	211.08783
Skewness	0.37890035
Sum	483024.66
Variance	78855.234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
555.8934326	1	0.1%
284.9047852	1	0.1%
401.7593384	1	0.1%
422.6278687	1	0.1%
628.3687744	1	0.1%
505.8564758	1	0.1%
238.4981079	1	0.1%
249.9842529	1	0.1%
488.873291	1	0.1%
75.56736755	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6037399173	1	0.1%
1.668002248	1	0.1%
1.89409256	1	0.1%
4.099043369	1	0.1%
6.77925539	1	0.1%
6.986692905	1	0.1%
7.09535408	1	0.1%
8.460317612	1	0.1%
9.04620266	1	0.1%
11.29522419	1	0.1%

Value	Count	Frequency (%)
1399.542358	1	0.1%
1391.032349	1	0.1%
1291.340088	1	0.1%
1288.691895	1	0.1%
1238.47644	1	0.1%
1230.46521	1	0.1%
1227.243042	1	0.1%
1182.326172	1	0.1%
1181.341431	1	0.1%
1177.612671	1	0.1%

elasticity_module_stretching
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.328462

Minimum	64.054062
Maximum	82.682053
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	64.054062
5-th percentile	68.360186
Q1	71.301756
median	73.247593
Q3	75.379738
95-th percentile	78.891516
Maximum	82.682053
Range	18.627991
Interquartile range (IQR)	4.0779819

Descriptive statistics

Standard deviation	3.1195838
Coefficient of variation (CV)	0.042542606
Kurtosis	-0.13526498
Mean	73.328462
Median Absolute Deviation (MAD)	2.0623817
Skewness	0.12375973
Sum	73328.462
Variance	9.7318029
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80.80322266	1	0.1%
75.25041199	1	0.1%
70.42533875	1	0.1%
74.21709442	1	0.1%
78.89582825	1	0.1%
74.02639771	1	0.1%
77.18180847	1	0.1%
72.193573	1	0.1%
75.13460541	1	0.1%
69.04740143	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64.05406189	1	0.1%
64.6964035	1	0.1%
65.5533371	1	0.1%
65.79384613	1	0.1%
65.9799881	1	0.1%
66.05274963	1	0.1%
66.22123718	1	0.1%
66.26528931	1	0.1%
66.42079163	1	0.1%
66.42106628	1	0.1%

Value	Count	Frequency (%)
82.68205261	1	0.1%
82.52577209	1	0.1%
82.23760223	1	0.1%
81.59474945	1	0.1%
81.41712952	1	0.1%
81.20314789	1	0.1%
81.17523193	1	0.1%
81.05329132	1	0.1%
80.97096252	1	0.1%
80.80322266	1	0.1%

strapery_strength
Real number (ℝ)

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2467.1843

Minimum	1036.8566
Maximum	3848.4368
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1036.8566
5-th percentile	1673.5873
Q1	2143.8347
median	2461.2493
Q3	2760.163
95-th percentile	3308.61
Maximum	3848.4368
Range	2811.5802
Interquartile range (IQR)	616.32831

Descriptive statistics

Standard deviation	485.6246
Coefficient of variation (CV)	0.19683353
Kurtosis	0.060260721
Mean	2467.1843
Median Absolute Deviation (MAD)	310.84753
Skewness	0.081669316
Sum	2467184.3
Variance	235831.27
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2587.343018	1	0.1%
2121.639404	1	0.1%
2181.809082	1	0.1%
1706.640137	1	0.1%
3409.525635	1	0.1%
3130.33374	1	0.1%
2435.075439	1	0.1%
2066.567383	1	0.1%
2431.940918	1	0.1%
2039.022217	1	0.1%
Other values (990)	990	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1036.856567	1	0.1%
1071.123779	1	0.1%
1143.210327	1	0.1%
1145.065796	1	0.1%
1188.307373	1	0.1%
1250.392822	1	0.1%
1264.310669	1	0.1%
1269.728149	1	0.1%
1325.301758	1	0.1%
1337.424683	1	0.1%

Value	Count	Frequency (%)
3848.436768	1	0.1%
3817.269531	1	0.1%
3791.072754	1	0.1%
3773.151855	1	0.1%
3763.445068	1	0.1%
3725.190674	1	0.1%
3705.672607	1	0.1%
3694.298096	1	0.1%
3693.676514	1	0.1%
3689.223633	1	0.1%

resin_consumption
Real number (ℝ)

Distinct	999
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	218.38688

Minimum	33.803024
Maximum	414.59064
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	33.803024
5-th percentile	121.71361
Q1	179.19049
median	217.27701
Q3	257.49566
95-th percentile	313.9987
Maximum	414.59064
Range	380.78761
Interquartile range (IQR)	78.305168

Descriptive statistics

Standard deviation	59.819778
Coefficient of variation (CV)	0.27391654
Kurtosis	-0.12098043
Mean	218.38688
Median Absolute Deviation (MAD)	39.359497
Skewness	0.013386143
Sum	218386.88
Variance	3578.406
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
224.0982056	2	0.2%
110.8015137	1	0.1%
112.8941879	1	0.1%
175.7679138	1	0.1%
326.7035828	1	0.1%
259.9171143	1	0.1%
127.1822357	1	0.1%
189.2994232	1	0.1%
246.2671204	1	0.1%
147.8318787	1	0.1%
Other values (989)	989	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.80302429	1	0.1%
41.04827881	1	0.1%
53.54891586	1	0.1%
63.68569946	1	0.1%
64.52417755	1	0.1%
72.53087616	1	0.1%
74.09786224	1	0.1%
75.83181	1	0.1%
76.02307129	1	0.1%
82.5831604	1	0.1%

Value	Count	Frequency (%)
414.5906372	1	0.1%
402.1638184	1	0.1%
386.9034424	1	0.1%
383.6633911	1	0.1%
378.7568665	1	0.1%
359.0522156	1	0.1%
356.9259644	1	0.1%
355.7586975	1	0.1%
354.9580994	1	0.1%
350.6721191	1	0.1%

Auto

Heatmap
Table

	step_strip	density_strip	ratio_filler_matrix	density	elasticity_module	number_hardeners	content_epoxy_groups	flash_temperature	surface_density	elasticity_module_stretching	strapery_strength	resin_consumption	pattern_angle
step_strip	1.000	0.006	-0.004	-0.057	0.018	-0.033	-0.011	0.003	-0.018	0.026	-0.061	0.003	0.143
density_strip	0.006	1.000	0.051	0.022	-0.015	-0.002	-0.030	-0.010	0.016	0.019	-0.013	-0.005	0.378
ratio_filler_matrix	-0.004	0.051	1.000	0.003	0.033	-0.007	0.023	-0.019	-0.011	-0.018	0.031	0.059	0.000
density	-0.057	0.022	0.003	1.000	-0.017	-0.028	-0.015	-0.030	0.053	-0.032	-0.077	-0.037	0.000
elasticity_module	0.018	-0.015	0.033	-0.017	1.000	0.035	0.002	0.032	-0.011	-0.000	0.040	-0.000	0.000
number_hardeners	-0.033	-0.002	-0.007	-0.028	0.035	1.000	0.007	0.080	0.046	-0.074	-0.060	-0.007	0.000
content_epoxy_groups	-0.011	-0.030	0.023	-0.015	0.002	0.007	1.000	-0.000	-0.008	0.067	-0.025	0.014	0.000
flash_temperature	0.003	-0.010	-0.019	-0.030	0.032	0.080	-0.000	1.000	0.023	0.022	-0.025	0.053	0.000
surface_density	-0.018	0.016	-0.011	0.053	-0.011	0.046	-0.008	0.023	1.000	0.014	0.011	-0.018	0.010
elasticity_module_stretching	0.026	0.019	-0.018	-0.032	-0.000	-0.074	0.067	0.022	0.014	1.000	0.016	0.048	0.063
strapery_strength	-0.061	-0.013	0.031	-0.077	0.040	-0.060	-0.025	-0.025	0.011	0.016	1.000	0.020	0.000
resin_consumption	0.003	-0.005	0.059	-0.037	-0.000	-0.007	0.014	0.053	-0.018	0.048	0.020	1.000	0.000
pattern_angle	0.143	0.378	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.063	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	step_strip	density_strip	ratio_filler_matrix	density	elasticity_module	number_hardeners	content_epoxy_groups	flash_temperature	surface_density	elasticity_module_stretching	strapery_strength	resin_consumption
0	7.856166	64.301964	2.587348	1953.274902	1136.596191	137.627426	22.344534	234.716888	555.893433	80.803223	2587.343018	246.613113
1	7.401543	19.250534	2.499918	1942.595825	901.519958	146.252213	23.081757	351.231873	864.725464	76.178078	3705.672607	226.222763
2	6.675780	78.623299	2.046471	2037.631836	707.570862	101.617249	23.146393	312.307220	547.601196	73.817070	2624.026367	178.198563
3	7.526398	38.176975	1.856476	2018.220337	836.294373	135.401703	26.435514	327.510376	150.961441	77.210762	2473.187256	123.344559
4	8.325699	46.045429	3.305535	1917.907471	478.286255	105.786926	17.874100	328.154572	526.692139	72.345711	3059.032959	275.575867
5	7.656211	33.571022	2.709554	1892.071167	641.052551	96.563293	22.989290	262.956726	804.592590	74.511360	2288.967285	126.816338
6	10.302945	39.234280	2.282825	2008.357544	393.967316	149.372833	21.661751	330.498627	535.371460	72.244926	2704.445068	261.077057
7	8.946891	72.084595	1.978140	1973.629150	991.724121	149.372131	19.750578	232.058197	485.453766	75.665703	2448.943115	162.493698
8	3.746625	57.997772	1.771436	1872.491577	801.033875	79.794548	22.296303	340.736908	864.929199	70.947594	2796.785400	123.356262
9	9.094363	44.801601	3.277087	2010.046997	339.550415	67.498993	24.280609	254.949081	117.535233	67.478706	2462.605469	207.018585

	pattern_angle	step_strip	density_strip	ratio_filler_matrix	density	elasticity_module	number_hardeners	content_epoxy_groups	flash_temperature	surface_density	elasticity_module_stretching	strapery_strength	resin_consumption
990	90	3.489512	58.828037	2.310394	1931.146851	554.010315	96.749779	22.146486	214.827728	56.242760	78.143608	1939.307495	87.270142
991	90	8.212032	52.073807	1.646235	2014.772583	841.064819	102.979904	21.073366	271.490845	615.168152	79.154472	2518.516113	232.428207
992	90	7.201503	61.097004	2.806563	1872.864624	996.018677	146.199188	21.559290	313.900482	799.634094	72.815552	2443.482910	307.265167
993	90	8.430158	68.355797	3.745862	1914.629395	680.683716	110.979103	25.922634	309.796387	628.364563	76.030556	2466.925537	152.184723
994	90	6.711364	54.059441	2.758728	2000.506104	934.564392	143.021866	21.379519	273.852692	65.105965	67.633751	3102.539551	229.780365
995	90	8.088111	47.759178	2.271346	1952.087891	912.855530	86.992180	20.123249	324.774567	209.198700	73.090958	2387.292480	125.007668
996	90	7.619138	66.931931	3.444022	2050.089111	444.732635	145.981979	19.599770	254.215408	350.660828	72.920830	2360.392822	117.730095
997	90	9.800925	72.858284	3.280604	1972.372925	416.836517	110.533478	23.957502	248.423050	740.142761	74.734344	2662.906006	236.606766
998	90	10.079859	65.519478	3.705351	2066.799805	741.475525	141.397964	19.246944	275.779846	641.468140	74.042709	2071.715820	197.126068
999	90	9.021043	66.920143	3.808020	1890.413452	417.316223	129.183411	27.474764	300.952698	758.747864	74.309708	2856.328857	194.754349

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample